Run
527722

Run 527722

Task 185 (Supervised Data Stream Classification) BNG(ionosphere) Uploaded 24-02-2016 by Joaquin Vanschoren
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Flow

moa.AdaHoeffdingOptionTree(1)Moa implementation of AdaHoeffdingOptionTree
moa.AdaHoeffdingOptionTree(1)_o5
moa.AdaHoeffdingOptionTree(1)_m33554432
moa.AdaHoeffdingOptionTree(1)_nGaussianNumericAttributeClassObserver
moa.AdaHoeffdingOptionTree(1)_dNominalAttributeClassObserver
moa.AdaHoeffdingOptionTree(1)_e1000000
moa.AdaHoeffdingOptionTree(1)_g200
moa.AdaHoeffdingOptionTree(1)_sInfoGainSplitCriterion
moa.AdaHoeffdingOptionTree(1)_c1.0E-7
moa.AdaHoeffdingOptionTree(1)_w0.1
moa.AdaHoeffdingOptionTree(1)_t0.05
moa.AdaHoeffdingOptionTree(1)_bfalse
moa.AdaHoeffdingOptionTree(1)_rfalse
moa.AdaHoeffdingOptionTree(1)_pfalse
moa.AdaHoeffdingOptionTree(1)_z2
moa.AdaHoeffdingOptionTree(1)_lNBAdaptive
moa.AdaHoeffdingOptionTree(1)_q0

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

18 Evaluation measures

Area under ROC curve
0.9814
Per class
Confusion matrix
F measure
0.946
Per class
Kappa
0.8827
KB relative information score
860528.4044
Mean absolute error
0.0744
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.946
Per class
Predictive accuracy
0.946
Prior entropy
1
Recall
0.946
Per class
Relative absolute error
0.1488
Root mean prior squared error
0.5
Root mean squared error
0.2096
Root relative squared error
0.4191